This is the first comprehensive treatment of subjective logic and all
its operations. The author developed the approach, and in this book he
first explains subjective opinions, opinion representation, and
decision-making under vagueness and uncertainty, and he then offers a
full definition of subjective logic, harmonising the key notations and
formalisms, concluding with chapters on trust networks and subjective
Bayesian networks, which when combined form general subjective
networks. The author shows how real-world situations can be
realistically modelled with regard to how situations are perceived,
with conclusions that more correctly reflect the ignorance and
uncertainties that result from partially uncertain input arguments.
The book will help researchers and practitioners to advance, improve
and apply subjective logic to build powerful artificial reasoning
models and tools for solving real-world problems. A good grounding in
discrete mathematics is a prerequisite.
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A Formalism for Reasoning Under Uncertainty
Produktdetaljer
ISBN
9783319423371
Publisert
2018
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter